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Systems and methods for extending reasoning capability for data analytics in internet-of-things (IoT) platform

机译:在物联网(IoT)平台中扩展数据分析推理能力的系统和方法

摘要

Systems and methods for extending reasoning capability for data analytics in Internet of Things (IoT) platform(s) are provided. Traditional systems and methods for executing IoT analytics tasks suffer as IoT analytics techniques are generated in different programming language platforms, and this leads to a manual intervention or an asynchronous and sequential analysis of IoT analytics task(s). Embodiments of the method disclosed provide for overcoming the limitations faced by the traditional systems and methods by dynamically creating procedural functions from a plurality of programming languages upon determining an absence of pre-defined procedural functions, and extracting, using the dynamically created procedural functions, one or more semantic rules in a real-time, wherein the one or more semantic rules extend a reasoning capability for executing the one or more data analytics tasks in a plurality of IoT platforms.
机译:提供了用于扩展物联网(IoT)平台中数据分析的推理能力的系统和方法。执行物联网分析任务的传统系统和方法受到影响,因为物联网分析技术是在不同的编程语言平台上生成的,这导致对物联网分析任务进行手动干预或异步和顺序分析。所公开的方法的实施例提供了克服传统系统和方法所面临的限制的方法,通过在确定缺少预定义的过程函数时从多个编程语言动态创建过程函数,并使用动态创建的过程函数实时提取一个或多个语义规则,其中,所述一个或多个语义规则扩展了用于在多个物联网平台中执行所述一个或多个数据分析任务的推理能力。

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